Flood prediction using machine learning models: Literature review
Floods are among the most destructive natural disasters, which are highly complex to model.
The research on the advancement of flood prediction models contributed to risk reduction …
The research on the advancement of flood prediction models contributed to risk reduction …
[HTML][HTML] A review of machine learning and deep learning applications in wave energy forecasting and WEC optimization
Ocean energy technologies are in their developmental stages, like other renewable energy
sources. To be useable in the energy market, most components of wave energy devices …
sources. To be useable in the energy market, most components of wave energy devices …
A novel model to predict significant wave height based on long short-term memory network
S Fan, N ** simulation at vertical breakwaters using machine learning algorithms
Accurate prediction of wave overtop** at sea defences remains central to the protection of
lives, livelihoods, and infrastructural assets in coastal zones. In addressing the increased …
lives, livelihoods, and infrastructural assets in coastal zones. In addressing the increased …
Multi-step forecasting of ocean wave height using gate recurrent unit networks with multivariate time series
X Li, J Cao, J Guo, C Liu, W Wang, Z Jia, T Su - Ocean Engineering, 2022 - Elsevier
Ocean wave height is an essential parameter for ocean engineering construction, planning
decisions, and coastal hazards assessment. Long-term, accurate, and reliable ocean wave …
decisions, and coastal hazards assessment. Long-term, accurate, and reliable ocean wave …
Predicting Lake Erie wave heights and periods using XGBoost and LSTM
H Hu, AJ van der Westhuysen, P Chu… - Ocean Modelling, 2021 - Elsevier
Waves in large lakes put coastal communities and vessels under threat, and accurate wave
predictions are needed for early warnings. While physics-based numerical wave models …
predictions are needed for early warnings. While physics-based numerical wave models …
Machine learning prediction of wave characteristics: Comparison between semi-empirical approaches and DT model
Prediction of wave characteristics plays a crucial role in design and performance
assessment of various coastal projects. The computational complexity and time-consuming …
assessment of various coastal projects. The computational complexity and time-consuming …
Near real-time significant wave height forecasting with hybridized multiple linear regression algorithms
Globally, major emphasis is currently being put in utilization and optimization of more
sustainable and renewable energy resources, to overcome the future energy demand issues …
sustainable and renewable energy resources, to overcome the future energy demand issues …